a. Explain pearson's correlation coefficient based image. b. Explain each table based image. c. Explain cronbach's alpha for each variables based image.

MATLAB: An Introduction with Applications
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ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
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a. Explain pearson's correlation coefficient based image. b. Explain each table based image. c. Explain cronbach's alpha for each variables based image.
Model
1
Variables Entered/Removedª
Variables
Entered
Variables
Removed
ProductProm
otion,
Model
1
ProductQualit
ProductPrice b
a. Dependent Variable: CustomerBehaviour
b. All requested variables entered.
y.
(Constant)
ProductQuality
ProductPrice
Method
Enter
Coefficients
.574
1.245
-.482
-.183
Unstandardized Coefficients
B
Std. Error
Model
1
Product Promotion
a. Dependent Variable: CustomerBehaviour
.083
044
.044
043
R
.853*
Model Summary
Standardized
Coefficients
Betal
R Square
.728
Adjusted R
Square
t
6.933
1.284
28.487
-.514 -10.830
-.200
-4.229
a. Predictors: (Constant), ProductPromotion, ProductQuality,
ProductPrice
Sig.
.726
<.001
<.001
<.001
<.001
Std. Error of
the Estimate
.64791
Model
1
Sum of
Squares
417.592
155.742
573.333
ANOVA
df
Mean Square
139.197
.420
3
371
374
F
331.588
Regression
Residual
Total
a. Dependent Variable: CustomerBehaviour
b. Predictors: (Constant), Product Promotion, ProductQuality, ProductPrice
Sig.
<.001 b
Transcribed Image Text:Model 1 Variables Entered/Removedª Variables Entered Variables Removed ProductProm otion, Model 1 ProductQualit ProductPrice b a. Dependent Variable: CustomerBehaviour b. All requested variables entered. y. (Constant) ProductQuality ProductPrice Method Enter Coefficients .574 1.245 -.482 -.183 Unstandardized Coefficients B Std. Error Model 1 Product Promotion a. Dependent Variable: CustomerBehaviour .083 044 .044 043 R .853* Model Summary Standardized Coefficients Betal R Square .728 Adjusted R Square t 6.933 1.284 28.487 -.514 -10.830 -.200 -4.229 a. Predictors: (Constant), ProductPromotion, ProductQuality, ProductPrice Sig. .726 <.001 <.001 <.001 <.001 Std. Error of the Estimate .64791 Model 1 Sum of Squares 417.592 155.742 573.333 ANOVA df Mean Square 139.197 .420 3 371 374 F 331.588 Regression Residual Total a. Dependent Variable: CustomerBehaviour b. Predictors: (Constant), Product Promotion, ProductQuality, ProductPrice Sig. <.001 b
Case Processing Summary
Cases Valid
Excluded
Total
CustomerBehaviour
ProductQuality
ProductPrice
ProductPromotion
375
a. Listwise deletion based on all
variables in the procedure.
ProductQuality
ProductPrice
N
ProductPromotion
375
0
Scale Mean if
Item Deleted
7.3467
7.1333
7.7467
7.8133
%
100.0
.0
100.0
Pearson Correlation
Sig. (2-tailed)
N
Pearson Correlation
Sig. (2-tailed)
N
Item-Total Statistics
Scale
Variance if
Item Deleted
13.195
10.143
11.206
10.794
Pearson Correlation
Sig. (2-tailed)
N
Cronbach's
Alpha
Reliability Statistics
.866
Correlations
ProductQualit
y
CustomerBehaviour Pearson Correlation
Sig. (2-tailed)
N
** Correlation is significant at the 0.01 level (2-tailed).
744
375
.756**
Corrected
Item-Total
Correlation
1
<.001
375
.754"
<.001
375
Cronbach's
Alpha Based
<.001
375
on
Standardized
Items
.507
.925
.716
.745
.866
ProductPrice
.756**
<.001
375
1
.782**
<.001
375
Squared
Multiple
Correlation
375
-300**
<.001
375
N of Items
4
.728
.887
.753
.688
Cronbach's
Alpha if Item
Deleted
ProductProm
otion
.754"
<.001
375
.782**
<.001
375
1
375
.366**
CustomerBehaviour
ProductQuality
ProductPrice
ProductPromotion
<.001
375
906
.742
.830
.818
.744"
<.001
375
-300**
<.001
375
CustomerBehaviour
ProductQuality
ProductPrice
ProductPromotion
CustomerBeh Valid N (listwise)
aviour
366**
<.001
375
1
Inter-Item Correlation Matrix
CustomerBeh ProductQualit
aviour
y
375
1.000
.744
.300
.366
Mean
10.0133 19.291
Scale Statistics
Variance Std. Deviation N of Items
4.39218
4
N
.744
1.000
.756
.754
ProductPrice
375
375
375
375
375
.300
.756
1.000
.782
Descriptive Statistics
ProductProm
otion
.366
.754
.782
1.000
Minimum Maximum Mean
1.00
1.00
5.00 2.6667
5.00 2.8800
5.00 2.2667
5.00 2.2000
1.00
1.00
Std. Deviation
1.23813
1.27669
1.32170
1.35828
Transcribed Image Text:Case Processing Summary Cases Valid Excluded Total CustomerBehaviour ProductQuality ProductPrice ProductPromotion 375 a. Listwise deletion based on all variables in the procedure. ProductQuality ProductPrice N ProductPromotion 375 0 Scale Mean if Item Deleted 7.3467 7.1333 7.7467 7.8133 % 100.0 .0 100.0 Pearson Correlation Sig. (2-tailed) N Pearson Correlation Sig. (2-tailed) N Item-Total Statistics Scale Variance if Item Deleted 13.195 10.143 11.206 10.794 Pearson Correlation Sig. (2-tailed) N Cronbach's Alpha Reliability Statistics .866 Correlations ProductQualit y CustomerBehaviour Pearson Correlation Sig. (2-tailed) N ** Correlation is significant at the 0.01 level (2-tailed). 744 375 .756** Corrected Item-Total Correlation 1 <.001 375 .754" <.001 375 Cronbach's Alpha Based <.001 375 on Standardized Items .507 .925 .716 .745 .866 ProductPrice .756** <.001 375 1 .782** <.001 375 Squared Multiple Correlation 375 -300** <.001 375 N of Items 4 .728 .887 .753 .688 Cronbach's Alpha if Item Deleted ProductProm otion .754" <.001 375 .782** <.001 375 1 375 .366** CustomerBehaviour ProductQuality ProductPrice ProductPromotion <.001 375 906 .742 .830 .818 .744" <.001 375 -300** <.001 375 CustomerBehaviour ProductQuality ProductPrice ProductPromotion CustomerBeh Valid N (listwise) aviour 366** <.001 375 1 Inter-Item Correlation Matrix CustomerBeh ProductQualit aviour y 375 1.000 .744 .300 .366 Mean 10.0133 19.291 Scale Statistics Variance Std. Deviation N of Items 4.39218 4 N .744 1.000 .756 .754 ProductPrice 375 375 375 375 375 .300 .756 1.000 .782 Descriptive Statistics ProductProm otion .366 .754 .782 1.000 Minimum Maximum Mean 1.00 1.00 5.00 2.6667 5.00 2.8800 5.00 2.2667 5.00 2.2000 1.00 1.00 Std. Deviation 1.23813 1.27669 1.32170 1.35828
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